{"id":"W4282959425","doi":"10.46747/cfp.6806402","title":"Encourager le contenu en français au FMF","year":2022,"lang":"fr","type":"article","venue":"Canadian Family Physician","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Library science; Art; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002512392,0.0002943997,0.0004579974,0.0003108073,0.003865052,0.00005113692,0.0008231165,0.0002975273,0.005115173],"category_scores_gemma":[0.0008965939,0.0003399831,0.0001764034,0.0007680925,0.0003567625,0.000407075,0.000257161,0.00414677,0.008512088],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002096246,"about_ca_system_score_gemma":0.02273435,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8224199,"about_ca_topic_score_gemma":0.3743851,"domain_scores_codex":[0.9916273,0.004098712,0.0004945205,0.0005292965,0.0008928918,0.002357216],"domain_scores_gemma":[0.993416,0.002338745,0.0001848872,0.0006317894,0.0001749698,0.003253571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004746445,0.0001130731,0.0002337942,0.0001747709,0.0000993174,0.0004819623,0.006934618,0.00001468606,0.0002516762,0.0101526,0.7690554,0.2124406],"study_design_scores_gemma":[0.0007643269,0.0002114469,0.005678994,0.000146249,0.00003658219,0.00000125415,0.04417866,0.0003088215,0.000009202568,0.001531706,0.9468094,0.0003233419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02404993,0.0162222,0.00005177008,0.1344899,0.005994936,0.0009794647,0.001800167,0.0000423884,0.8163692],"genre_scores_gemma":[0.5497879,0.0002968617,0.00006912323,0.3235776,0.002898065,0.0003121202,0.0001784448,0.00008780421,0.1227921],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6935771,"threshold_uncertainty_score":0.9999052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07195836736064451,"score_gpt":0.3746089580068999,"score_spread":0.3026505906462554,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}